Title :
1/f fluctuations in biological systems
Author :
Musha, Toshimitsu ; Yamamoto, Mitsuaki
Author_Institution :
Brain Function Lab., Teikyo Heisei Univ., Sakado, Japan
fDate :
30 Oct-2 Nov 1997
Abstract :
The present author makes a review of different types of 1/f fluctuations which have been observed in various levels of biological body. Judging from these observations it seems that the biological rhythm is basically subject to 1/f fluctuations from cellular to behavioral levels. There are three possible generation mechanisms of 1/f-like rhythm fluctuations. Firstly, 1/f ionic conductance fluctuations of a cellular membrane would modulate ion current flowing into a biological cell which would modulate discharge intervals of the neuron. Secondly, a Hopfield-type of artificial neural network consisting of neurons, each of which has binary states 0 and 1 and has connections with all other neurons, show 1/f level fluctuations when random noise is given to each neuron with a proper inhibitory threshold. Thirdly, we mention the clustering Poisson process in which sequences of randomly occurring point events (clusters) overlap each other. As regards biological phenomena, we often ask “How?” and “Why?”. The question of “Why?” is still unsolved. 1/f fluctuations were first found in electronic devices, and now they are ubiquitous in nature
Keywords :
1/f noise; Hopfield neural nets; Poisson distribution; biological organs; cellular biophysics; fluctuations; neurophysiology; physiological models; 1/f fluctuations; Hopfield-type ANN; behavioral level; biological rhythm; biological systems; cellular level; cellular membrane; clustering Poisson process; discharge intervals; ion current; ionic conductance fluctuations; organ level; random noise; randomly occurring point events; rhythm fluctuations; self-discharge of neurons; Atomic clocks; Biological system modeling; Biological systems; Biomembranes; Conductors; Fluctuations; Laboratories; Neurons; Rhythm; Voltage;
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-4262-3
DOI :
10.1109/IEMBS.1997.756890